Why Explainability Matters More Than Accuracy in Medical AI

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93% accuracy sounds impressive until a radiologist asks ‘where did the model look?’ Here’s what building Brain Tumor AI with Grad-CAM and MC Dropout taught me about trust in clinical systems.